| VRKitchen2.0-IndoorKit: A Tutorial for Augmented Indoor Scene Building in Omniverse | Jun 23, 2022 | BenchmarkingIndoor Scene Synthesis | CodeCode Available | 0 |
| The ArtBench Dataset: Benchmarking Generative Models with Artworks | Jun 22, 2022 | BenchmarkingConditional Image Generation | CodeCode Available | 2 |
| DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation | Jun 22, 2022 | BenchmarkingRecommendation Systems | CodeCode Available | 2 |
| GEMv2: Multilingual NLG Benchmarking in a Single Line of Code | Jun 22, 2022 | BenchmarkingText Generation | CodeCode Available | 1 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Beyond Uniform Lipschitz Condition in Differentially Private Optimization | Jun 21, 2022 | Benchmarkingregression | —Unverified | 0 |
| BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs | Jun 21, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| Benchmarking Constraint Inference in Inverse Reinforcement Learning | Jun 20, 2022 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasets | Jun 20, 2022 | BenchmarkingFraud Detection | CodeCode Available | 0 |
| What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs | Jun 19, 2022 | BenchmarkingImage Captioning | CodeCode Available | 1 |
| Design of Supervision-Scalable Learning Systems: Methodology and Performance Benchmarking | Jun 18, 2022 | Benchmarkingimage-classification | —Unverified | 0 |
| NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search | Jun 18, 2022 | BenchmarkingGraph Neural Network | CodeCode Available | 1 |
| Motley: Benchmarking Heterogeneity and Personalization in Federated Learning | Jun 18, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments | Jun 17, 2022 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Colonoscopy 3D Video Dataset with Paired Depth from 2D-3D Registration | Jun 17, 2022 | BenchmarkingDepth Estimation | —Unverified | 0 |
| Long Range Graph Benchmark | Jun 16, 2022 | BenchmarkingGraph Classification | CodeCode Available | 1 |
| SATBench: Benchmarking the speed-accuracy tradeoff in object recognition by humans and dynamic neural networks | Jun 16, 2022 | BenchmarkingDynamic neural networks | CodeCode Available | 0 |
| Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case | Jun 16, 2022 | BenchmarkingDensity Estimation | —Unverified | 0 |
| Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability | Jun 16, 2022 | BenchmarkingFeature Importance | —Unverified | 0 |
| Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models | Jun 16, 2022 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning | Jun 16, 2022 | BenchmarkingClustering | CodeCode Available | 0 |
| Taxonomy of Benchmarks in Graph Representation Learning | Jun 15, 2022 | BenchmarkingGraph Representation Learning | CodeCode Available | 1 |
| RecBole 2.0: Towards a More Up-to-Date Recommendation Library | Jun 15, 2022 | BenchmarkingData Augmentation | CodeCode Available | 4 |
| ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset | Jun 14, 2022 | BenchmarkingIschemic Stroke Lesion Segmentation | CodeCode Available | 1 |
| Evaluating histopathology transfer learning with ChampKit | Jun 14, 2022 | BenchmarkingCell Detection | CodeCode Available | 1 |
